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"People can change, and patterns can be broken": Contextualizing Tradeoffs in Automated Decision-Making Systems

Authors: Anonymous, Anonymous;

"People can change, and patterns can be broken": Contextualizing Tradeoffs in Automated Decision-Making Systems

Abstract

This repository contains the survey, codebook, and Python scripts used to generate the survey questions for "'People can change, and patterns can be broken': Contextualizing Tradeoffs in Automated Decision-Making Systems". The files labeled fairness_[scenario].pdf and security_[scenario].pdf contain the survey questions for each of the eight different branches of the survey. # Survey Generation Scripts This repository contains scripts to generate survey questionnaires for different tradeoff scenarios. ## Overview There are two main scripts: - `survey_fairness.py` Generates survey questions for the four tradeoffs related to **fairness**. - `survey_security.py` Generates survey questions for the four tradeoffs related to **security**. --- ## Usage ### Fairness Survey To generate a fairness-related survey: ```bashpython survey_fairness.py --[scenario] ### Security Survey To generate a fairness-related survey: ```bashpython survey_security.py --[scenario] ## Available ScenarioThe following scenarios can be used with both scripts:- insurance- jobs- mortgage- prison Examples: python survey_fairness.py --insurance python survey_security.py --jobs

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